{"id":"W2014960225","doi":"10.1021/ac060486n","title":"PCR-Free DNA Detection Using a Magnetic Bead-Supported Polymeric Transducer and Microelectromagnetic Traps","year":2006,"lang":"en","type":"article","venue":"Analytical Chemistry","topic":"Advanced biosensing and bioanalysis techniques","field":"Biochemistry, Genetics and Molecular Biology","cited_by":93,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval; National Research Council Canada","funders":"","keywords":"Biosensor; Detection limit; Chemistry; Magnetic nanoparticles; DNA; Nucleic acid; Fluorescence; Polymer; Magnetic particle inspection; Nanotechnology; Chromatography; Nanoparticle; Materials science; Biochemistry; Physics","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005797228,0.000624739,0.0003884807,0.0003629463,0.0001690629,0.0004768774,0.0006866696,0.001051129,0.0004893134],"category_scores_gemma":[0.001020916,0.0003744055,0.0003296457,0.0002228857,0.0003972021,0.0004615867,0.0003452611,0.0006053725,0.0004462358],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000419365,"about_ca_system_score_gemma":0.0003819631,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003276018,"about_ca_topic_score_gemma":0.0005016443,"domain_scores_codex":[0.9991974,0.0001650406,0.00004659772,0.0001662446,0.0003612687,0.00006347294],"domain_scores_gemma":[0.9994856,0.0002235269,0.0001056987,0.00002422032,0.0001041401,0.00005683112],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00002253745,0.00001756994,0.00004699273,0.0000555676,0.000003579486,0.0000268937,0.000009273621,0.0001277764,0.9967518,0.0001042429,0.00001562783,0.00281814],"study_design_scores_gemma":[0.00001055149,0.0001780776,0.0002121151,0.000006196948,0.00001418397,0.0002633368,0.00000762871,0.00329245,0.9949455,0.00005104365,0.001009713,0.000009215698],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"methods","genre_scores_codex":[0.6686934,0.01061444,0.3156255,0.0008227928,0.0002795066,0.0003796195,0.0002061434,0.0007130705,0.002665546],"genre_scores_gemma":[0.7762171,0.00303277,0.2149772,0.0003864225,0.00005564752,0.0002056261,0.0002635871,0.0000546416,0.004807056],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.001051129,"threshold_uncertainty_score":0.003065944,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005325523817245202,"score_gpt":0.2271048108357727,"score_spread":0.2217792870185275,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}